High resolution whole prostate biopsy classification using streaming stochastic gradient descent.
Hans PinckaersWouter BultenGeert LitjensPublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- high resolution
- stochastic gradient descent
- support vector machine
- machine learning
- classification accuracy
- least squares
- image processing
- feature extraction
- support vector
- mutual information
- loss function
- cross validation
- training set
- pairwise
- feature vectors
- three dimensional
- decision trees
- model selection
- low resolution
- machine learning algorithms